Edge Detectors Can Make Deep Convolutional Neural Networks More Robust

Jin Ding, Jie-Chao Zhao, Yong-Zhi Sun +4

Deep convolutional neural networks (DCNN for short) are vulnerable to examples with small perturbations. Improving DCNN's robustness is of great significance to the safety-critical…